Machine Learning
前往频道在 Telegram
Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho
显示更多📈 Telegram 频道 Machine Learning 的分析概览
频道 Machine Learning (@machinelearning9) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 40 393 名订阅者,在 技术与应用 类别中位列第 3 329,并在 叙利亚 地区排名第 225 位。
📊 受众指标与增长动态
自 невідомо 创建以来,项目保持高速增长,吸引了 40 393 名订阅者。
根据 12 七月, 2026 的最新数据,频道保持稳定运转。过去 30 天订阅人数变化为 399,过去 24 小时变化为 24,整体触达仍然可观。
- 认证状态: 未认证
- 互动率 (ER): 平均受众互动率为 2.42%。内容发布后 24 小时内通常能获得 1.74% 的反应,占订阅者总量。
- 帖子覆盖: 每篇帖子平均可获得 979 次浏览,首日通常累积 703 次浏览。
- 互动与反馈: 受众积极参与,单帖平均反应数为 4。
- 主题关注点: 内容集中在 distance, insidead, gpu, learning, degree 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台:
“Real Machine Learning — simple, practical, and built on experience.
Learn step by step with clear explanations and working code.
Admin: @HusseinSheikho || @Hussein_Sheikho”
凭借高频更新(最新数据采集于 13 七月, 2026),频道始终保持新鲜度与高覆盖。分析显示受众积极互动,使其成为 技术与应用 类别中的关键影响点。
40 393
订阅者
+2424 小时
+1257 天
+39930 天
帖子存档
40 398
🔥 Trending Repository: ART
📝 Description: Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!
🔗 Repository URL: https://github.com/OpenPipe/ART
🌐 Website: https://art.openpipe.ai
📖 Readme: https://github.com/OpenPipe/ART#readme
📊 Statistics:
🌟 Stars: 6K stars
👀 Watchers: 35
🍴 Forks: 380 forks
💻 Programming Languages: Python - Jupyter Notebook - Shell
🏷️ Related Topics:
#agent #reinforcement_learning #rl #lora #llms #qwen #kimi_ai #agentic_ai #grpo #qwen3================================== 🧠 By: https://t.me/DataScienceM
40 398
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📝 Description: MCP Toolbox for Databases is an open source MCP server for databases.
🔗 Repository URL: https://github.com/googleapis/genai-toolbox
🌐 Website: https://googleapis.github.io/genai-toolbox/getting-started/introduction/
📖 Readme: https://github.com/googleapis/genai-toolbox#readme
📊 Statistics:
🌟 Stars: 9.8K stars
👀 Watchers: 61
🍴 Forks: 749 forks
💻 Programming Languages: Go - JavaScript - CSS - HTML - Shell - Dockerfile
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#mcp #databases #llms #genai================================== 🧠 By: https://t.me/DataScienceM
40 398
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📝 Description: Generate audiobooks from e-books
🔗 Repository URL: https://github.com/santinic/audiblez
📖 Readme: https://github.com/santinic/audiblez#readme
📊 Statistics:
🌟 Stars: 4.4K stars
👀 Watchers: 28
🍴 Forks: 303 forks
💻 Programming Languages: Python
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#python #tts #epub #audiobooks #kokoro================================== 🧠 By: https://t.me/DataScienceM
40 398
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📝 Description: Secure and fast microVMs for serverless computing.
🔗 Repository URL: https://github.com/firecracker-microvm/firecracker
🌐 Website: http://firecracker-microvm.io
📖 Readme: https://github.com/firecracker-microvm/firecracker#readme
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🌟 Stars: 29.3K stars
👀 Watchers: 338
🍴 Forks: 2K forks
💻 Programming Languages: Rust - Python - Shell
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40 398
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📝 Description: The new Windows Terminal and the original Windows console host, all in the same place!
🔗 Repository URL: https://github.com/microsoft/terminal
📖 Readme: https://github.com/microsoft/terminal#readme
📊 Statistics:
🌟 Stars: 99.3K stars
👀 Watchers: 1.3k
🍴 Forks: 8.7K forks
💻 Programming Languages: C++ - C# - C - PowerShell - Batchfile - HLSL
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#windows #console #terminal #command_line #wsl #cmd #hacktoberfest #contributions_welcome #windows_console #good_first_issue #windows_terminal================================== 🧠 By: https://t.me/DataScienceM
40 398
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📝 Description: Python package for Real-time, Local Speech-to-Text and Speaker Diarization. FastAPI Server & Web Interface
🔗 Repository URL: https://github.com/QuentinFuxa/WhisperLiveKit
📖 Readme: https://github.com/QuentinFuxa/WhisperLiveKit#readme
📊 Statistics:
🌟 Stars: 1.1K stars
👀 Watchers: 11
🍴 Forks: 185 forks
💻 Programming Languages: Python - JavaScript - CSS
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
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40 398
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📝 Description: Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
🔗 Repository URL: https://github.com/HandsOnLLM/Hands-On-Large-Language-Models
🌐 Website: https://www.llm-book.com/
📖 Readme: https://github.com/HandsOnLLM/Hands-On-Large-Language-Models#readme
📊 Statistics:
🌟 Stars: 14.5K stars
👀 Watchers: 154
🍴 Forks: 3.4K forks
💻 Programming Languages: Jupyter Notebook
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40 398
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📝 Description: The Cursor for Designers • An Open-Source AI-First Design tool • Visually build, style, and edit your React App with AI
🔗 Repository URL: https://github.com/onlook-dev/onlook
🌐 Website: https://onlook.com
📖 Readme: https://github.com/onlook-dev/onlook#readme
📊 Statistics:
🌟 Stars: 21.7K stars
👀 Watchers: 97
🍴 Forks: 1.5K forks
💻 Programming Languages: TypeScript - JavaScript
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#react #editor #design #typescript #ui #ai #frontend #nextjs #ide #cursor #figma #drizzle #low_code #tailwindcss #design_to_code #supabase #cursor_ai #vibe_coding #vibecoding================================== 🧠 By: https://t.me/DataScienceM
40 398
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📝 Description: OpenProject is the leading open source project management software.
🔗 Repository URL: https://github.com/opf/openproject
🌐 Website: https://www.openproject.org
📖 Readme: https://github.com/opf/openproject#readme
📊 Statistics:
🌟 Stars: 11.8K stars
👀 Watchers: 258
🍴 Forks: 2.7K forks
💻 Programming Languages: Ruby - TypeScript - HTML - Sass - Nix - Shell
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40 398
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📝 Description: Collection of Summer 2026 tech internships!
🔗 Repository URL: https://github.com/vanshb03/Summer2026-Internships
🌐 Website: https://discord.gg/pSaBUXsTkF
📖 Readme: https://github.com/vanshb03/Summer2026-Internships#readme
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💻 Programming Languages: Not available
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40 398
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🔗 Repository URL: https://github.com/IBM/mcp-context-forge
🌐 Website: https://ibm.github.io/mcp-context-forge/
📖 Readme: https://github.com/IBM/mcp-context-forge#readme
📊 Statistics:
🌟 Stars: 1.7K stars
👀 Watchers: 21
🍴 Forks: 215 forks
💻 Programming Languages: Python - HTML - JavaScript - Makefile - Go - Shell
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40 398
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📝 Description: 🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用
🔗 Repository URL: https://github.com/tw93/Pake
📖 Readme: https://github.com/tw93/Pake#readme
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🌟 Stars: 41.3K stars
👀 Watchers: 218
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40 398
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📊 Statistics:
🌟 Stars: 40.3K stars
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40 398
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📊 Statistics:
🌟 Stars: 10.7K stars
👀 Watchers: 45
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40 398
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📝 Description: Open Source Alternative to NotebookLM / Perplexity, connected to external sources such as Search Engines, Slack, Linear, Jira, ClickUp, Confluence, Notion, YouTube, GitHub, Discord and more. Join our discord:https://discord.gg/ejRNvftDp9
🔗 Repository URL: https://github.com/MODSetter/SurfSense
🌐 Website: https://www.surfsense.net
📖 Readme: https://github.com/MODSetter/SurfSense#readme
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40 398
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✨ Meet BLIP: The Vision-Language Model Powering Image Captioning ✨
📖 Table of Contents Meet BLIP: The Vision-Language Model Powering Image Captioning What Is Image Captioning and Why Is It Challenging? Why It’s Challenging Why Traditional Vision Tasks Aren’t Enough Configuring Your Development Environment A Brief History of Image Captioning Models…...
🏷️ #ComputerVision #DeepLearning #ImageCaptioning #MultimodalAI #Tutorial
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📝 Description: List of projects that provide terminal user interfaces
🔗 Repository URL: https://github.com/rothgar/awesome-tuis
📖 Readme: https://github.com/rothgar/awesome-tuis#readme
📊 Statistics:
🌟 Stars: 11.1K stars
👀 Watchers: 155
🍴 Forks: 430 forks
💻 Programming Languages: Not available
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
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📝 Description: 21 Lessons, Get Started Building with Generative AI
🔗 Repository URL: https://github.com/microsoft/generative-ai-for-beginners
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📊 Statistics:
🌟 Stars: 95.7K stars
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💻 Programming Languages: Jupyter Notebook - Python - JavaScript - TypeScript - Shell - PowerShell
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